Dongyoon Hwang
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Reinforcement Learning
(5)
Methods
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Applications · Reinforcement Learning
(2)
Architectures
(2)
Computer Vision
(1)
Robotics
(1)
Analysis
(1)
Applications · Robotics
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
reinforcement learning
(2)
unsupervised skill discovery
(2)
continuous control
(2)
vision transformer
(1)
temporal dynamics
(1)
behavior cloning
(1)
skill discovery
(1)
reward function
(1)
generalization
(1)
unsupervised representation learning
(1)
predictive representation
(1)
atari game
(1)
latent space
(1)
skill learning
(1)
reward shaping
(1)
instruction learning
(1)
simplicity bia
(1)
layer normalization
(1)
feature decorrelation
(1)
visuomotor control
(1)
Papers
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
ICLR 2025
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control
ICML 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
NeurIPS 2024
Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning
ICML 2024
Learning to Discover Skills through Guidance
NeurIPS 2023
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
ICML 2023